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Universal characteristics of deep neural network loss surfaces from
  random matrix theory

Universal characteristics of deep neural network loss surfaces from random matrix theory

17 May 2022
Nicholas P. Baskerville
J. Keating
F. Mezzadri
J. Najnudel
Diego Granziol
ArXivPDFHTML

Papers citing "Universal characteristics of deep neural network loss surfaces from random matrix theory"

2 / 2 papers shown
Title
A spin-glass model for the loss surfaces of generative adversarial
  networks
A spin-glass model for the loss surfaces of generative adversarial networks
Nicholas P. Baskerville
J. Keating
F. Mezzadri
J. Najnudel
GAN
17
12
0
07 Jan 2021
The Loss Surfaces of Multilayer Networks
The Loss Surfaces of Multilayer Networks
A. Choromańska
Mikael Henaff
Michaël Mathieu
Gerard Ben Arous
Yann LeCun
ODL
175
1,184
0
30 Nov 2014
1